Optimize Training and Predicting SK-Learn Models in Python with Sparse Matrices

Train SK-Learn models 40x faster using sparse matrices

Image taken by Casey Horner from Unsplash

A common problem when dealing with large datasets and working in Python is a matter of efficiency in both time and space complexity. Usual solutions to combat these problems are to either increase the computing power available for the…